lllin000_PaperForge/tests/test_ocr_roles.py

from __future__ import annotations


def test_structured_block_has_render_default_for_body() -> None:
    from paperforge.worker.ocr_blocks import build_structured_blocks

    raw_blocks = [
        {
            "paper_id": "KEY001",
            "page": 1,
            "block_id": "p1_b1",
            "raw_label": "text",
            "raw_order": 0,
            "bbox": [100, 200, 900, 300],
            "text": "This is a body paragraph with enough text to be meaningful and avoid the short-text threshold.",
            "page_width": 1200,
            "page_height": 1600,
        }
    ]

    rows = build_structured_blocks(raw_blocks)
    assert rows[0]["role"] == "body_paragraph"
    assert rows[0]["render_default"] is True
    assert rows[0]["index_default"] is True


def test_structured_block_marks_noise_as_not_renderable() -> None:
    from paperforge.worker.ocr_blocks import build_structured_blocks

    raw_blocks = [
        {
            "paper_id": "KEY001",
            "page": 1,
            "block_id": "p1_b1",
            "raw_label": "header",
            "raw_order": 0,
            "bbox": [1, 2, 100, 20],
            "text": "Running head: SOME JOURNAL",
            "page_width": 1200,
            "page_height": 1600,
        }
    ]

    rows = build_structured_blocks(raw_blocks)
    assert rows[0]["role"] in {"noise", "page_header"}
    assert rows[0]["render_default"] is False


def test_heading_role_is_not_figure_text() -> None:
    from paperforge.worker.ocr_roles import assign_block_role

    block = {
        "block_label": "paragraph_title",
        "block_content": "5.1 Bone",
        "block_bbox": [606, 732, 709, 759],
    }

    role = assign_block_role(block, page_blocks=[], page_width=1191, page_height=1684)

    assert role.role in {"section_heading", "subsection_heading"}


def test_figure_caption_role_beats_body_paragraph() -> None:
    from paperforge.worker.ocr_roles import assign_block_role

    block = {
        "block_label": "text",
        "block_content": "Figure 4 RT-qPCR results. Temporal changes in messenger RNA...",
        "block_bbox": [373, 1101, 1143, 1258],
    }

    role = assign_block_role(block, page_blocks=[], page_width=1200, page_height=1600)

    assert role.role == "figure_caption"


def test_paragraph_title_is_heading_prior() -> None:
    from paperforge.worker.ocr_roles import assign_block_role

    block = {
        "block_label": "paragraph_title",
        "block_content": "5 In vitro PEMF studies",
        "block_bbox": [94, 1328, 387, 1356],
    }

    role = assign_block_role(block, page_blocks=[], page_width=1191, page_height=1684)

    assert role.role in {"section_heading", "subsection_heading"}
    assert role.confidence >= 0.7


def test_figure_title_is_caption_prior() -> None:
    from paperforge.worker.ocr_roles import assign_block_role

    block = {
        "block_label": "figure_title",
        "block_content": "Figure 2. Representative pathology records.",
        "block_bbox": [300, 1180, 980, 1250],
    }

    role = assign_block_role(block, page_blocks=[], page_width=1200, page_height=1600)

    assert role.role == "figure_caption"
    assert role.confidence >= 0.8


def test_unknown_structural_for_unrecognized() -> None:
    from paperforge.worker.ocr_roles import assign_block_role

    block = {
        "block_label": "text",
        "block_content": "xyz",
        "block_bbox": [100, 100, 200, 120],
    }

    role = assign_block_role(block, page_blocks=[], page_width=1200, page_height=1600)

    assert role.role in {"body_paragraph", "unknown_structural"}
    assert role.confidence < 0.8


def test_stabilize_role_classifies_paper_title() -> None:
    from paperforge.worker.ocr_roles import assign_block_role

    assignment = assign_block_role(
        block={"block_label": "paragraph_title", "block_content": "Test Paper About Science"},
        page_blocks=[],
    )

    assert assignment.role == "paper_title"


def test_stabilize_abstract_heading_is_not_body() -> None:
    from paperforge.worker.ocr_roles import assign_block_role

    assignment = assign_block_role(
        block={"block_label": "paragraph_title", "block_content": "Abstract"},
        page_blocks=[],
    )

    assert assignment.role == "abstract_heading"


def test_stabilize_frontmatter_noise_not_section_heading() -> None:
    from paperforge.worker.ocr_roles import assign_block_role

    for noise in ("OPEN ACCESS", "CITATION", "COPYRIGHT", "KEYWORDS", "EDITED BY", "REVIEWED BY"):
        assignment = assign_block_role(
            block={"block_label": "paragraph_title", "block_content": noise},
            page_blocks=[],
        )
        assert assignment.role not in ("section_heading", "subsection_heading"), f"{noise} should not be a heading"